Sat.Jun 17, 2023 - Fri.Jun 23, 2023

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Book Review: The Kaggle Book/Workbook

insideBIGDATA

Kaggle is an incredible resource for all data scientists. I advise my Intro to Data Science students at UCLA to take advantage of Kaggle by first completing the venerable Titanic Getting Started Prediction Challenge, and then moving on to active challenges. Kaggle is a great way to gain valuable experience with data science and machine learning. Now, there are two excellent books to lead you through the Kaggle process.

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Revamp Data Analysis: OpenAI, LangChain & LlamaIndex for Easy Extraction

Analytics Vidhya

Introduction OpenAI’s API, developed by OpenAI, provides access to some of the most advanced language models available today. By leveraging this API and using LangChain & LlamaIndex, developers can integrate the power of these models into their own applications, products, or services. With just a few lines of code, you can tap into the vast knowledge […] The post Revamp Data Analysis: OpenAI, LangChain & LlamaIndex for Easy Extraction appeared first on Analytics Vidhya.

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Orca LLM: Simulating the Reasoning Processes of ChatGPT

KDnuggets

Orca is a 13B parameter model that learns to imitate the reasoning processes of LFMs. It uses progressive learning and teacher assistance from ChatGPT to overcome capacity gaps. By leveraging rich signals from GPT-4, Orca enhances its capabilities and improves imitation learning performance.

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How Databricks’ Lakehouse is helping to power a new era for TD Bank Group's Data Transformation

databricks

This blog is the first of a 3-part series chronicling TD Bank's Data Platform transformation and the enablement of their Data as a.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Heard on the Street – 6/20/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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Crop Yield Prediction Using Machine Learning And Flask Deployment

Analytics Vidhya

Introduction Crop yield prediction is an essential predictive analytics technique in the agriculture industry. It is an agricultural practice that can help farmers and farming businesses predict crop yield in a particular season when to plant a crop, and when to harvest for better crop yield. Predictive analytics is a powerful tool that can help […] The post Crop Yield Prediction Using Machine Learning And Flask Deployment appeared first on Analytics Vidhya.

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Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis

KDnuggets

Fast forward your EDA process using this ChatGPT plugin.

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Your Data Warehouse is Currently your Company’s Crown Jewels — and that’s a Problem

insideBIGDATA

In this contributed article, Jason Davis, Ph.D. ,CEO and co-founder of Simon Data, believes that when companies try to pull together all the data streams in a warehouse, they can run into several challenges that make it hard to get a comprehensive picture and create effective personalization. Here are a few ways to help you combat these problems and drive meaningful results using your cloud data warehouse.

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How Google Rates Content: Latest Updates

Analytics Vidhya

Google, the world’s leading search engine, has made significant strides in understanding and adapting to artificial intelligence (AI) technology. At the recent Google Search Central Live Tokyo 2023 event, Gary Illyes and other experts shared valuable insights into Google’s approach to AI-generated content. In this article, we will delve into Google’s policy on AI content […] The post How Google Rates Content: Latest Updates appeared first on Analytics Vidhya.

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Meet FreedomGPT, a chatbot that works even without the Internet

Dataconomy

The development of robust, efficient, and privacy-aware AI language models has long been an area of intense focus. That’s where FreedomGPT comes in, a truly impressive AI development. Unlike any other language model, FreedomGPT prioritizes speed, privacy, and offline usage in addition to cutting-edge technology’s many features. FreedomGPT is the best friend you could ever ask for if you’re a writer in need of motivation, a programmer working on a new project, or someone with an

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Get a clue, says panel about generative AI: it’s being “deployed as surveillance devices”

Flipboard

Earlier today at a Bloomberg conference in San Francisco, some of the biggest names in AI turned up, including, briefly, Sam Altman of OpenAI, who just ended his two-month world tour, and Stability AI founder Emad Mostaque.

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Millions of GitHub repos likely vulnerable to RepoJacking, researchers say

Hacker News

Millions of GitHub repositories may be vulnerable to dependency repository hijacking, also known as "RepoJacking," which could help attackers deploy supply chain attacks impacting a large number of users. [.

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Power BI vs Tableau: Similarities and Differences

Analytics Vidhya

Efficient decision-making is the result of combining information, analysis, and effectiveness. That’s why businesses of all types and sizes are embracing data visualization, albeit often with a simplified approach. Power BI and Tableau, popular and user-friendly data visualization tools, help businesses organize large datasets. While both software are crucial for efficient data organization, comparing Power […] The post Power BI vs Tableau: Similarities and Differences appeared first

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Your online personal data has a guardian angel

Dataconomy

The internet is filled with lots of information, and this information is not accessible on the internet until the end of time thanks to data deprecation. When we use the internet, we leave a trail of data behind us. This data tells a story about us – what we like, what we do, and how we behave online. That’s why companies love collecting this data as it helps them understand their customers better.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Tesla Dojo supercomputer is finally coming next month

Flipboard

Tesla says its long-awaited Dojo supercomputer, which is supposed to bring its self-driving effort to a new level, is finally going into production next month. more… The post Tesla Dojo supercomputer is finally coming next month appeared first on Electrek.

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Trip report: Summer ISO C++ standards meeting (Varna, Bulgaria)

Hacker News

Minutes ago, the ISO C++ committee finished its meeting in-person in Varna, Bulgaria and online via Zoom, where we formally began adopting features into C++26. Our hosts, VMware and Chaos, arranged for high-quality facilities for our six-day meeting from Monday through Saturday. We had over 170 attendees, about two-thirds in-person and the others remote via Zoom, formally representing 20 nations.

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SARIMA Model for Forecasting Currency Exchange Rates

Analytics Vidhya

Introduction Forecasting currency exchange rates is the practice of anticipating future changes in the value of one currency about another. Currency forecasting may assist people, corporations, and financial organizations make educated financial decisions. One of the forecasting techniques that can be used is SARIMA. SARIMA is an excellent time series forecasting technique for estimating time series […] The post SARIMA Model for Forecasting Currency Exchange Rates appeared first on Analyti

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This AI tool knows 140 languages to narrate your stories for free

Dataconomy

Welcome to the era of cutting-edge video creation technology that transcends language barriers and unleashes your creative potential like never before. Say hello to Kreado AI, the groundbreaking platform that harnesses the power of artificial intelligence to revolutionize video production. Kreado AI is more than just another video creation platform; it’s a game-changer that empowers users with innovative tools and unparalleled flexibility.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Emerging Architectures for LLM Applications

Flipboard

Large language models are a powerful new primitive for building software. But since they are so new—and behave so differently from normal computing resources—it’s not always obvious how to use them. In this post, we’re sharing a reference architecture for … The post Emerging Architectures for LLM Applications appeared first on Andreessen Horowitz.

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U.S. Seeks 70-Month Prison Sentence for YouTube Content ID Scammer

Hacker News

In 2021, the US Department of Justice launched a criminal proceeding against two men suspected of running a massive YouTube Content ID scam. By falsely claiming to own the rights to more than 50,000 songs, the pair generated more than $23 million in revenue. Last year, one of the defendants confessed to his part in the copyright swindle by pleading guilty.

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How to Use AI in Real Estate?

Analytics Vidhya

AI is making waves across various industries, and the real estate sector is no exception. With its potential to revolutionize how we buy, sell, and invest in properties, AI is reshaping the landscape of real estate. From automating processes and providing valuable insights into property pricing to streamlining commercial and multi-family real estate operations, AI […] The post How to Use AI in Real Estate?

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New feature alert: Midjourney v5.2 is out!

Dataconomy

Are you ready to embark on a visual journey where art meets artificial intelligence? Introducing Midjourney V5.2, the latest version of the groundbreaking AI art tool that brings your imagination to life with a single text prompt. With its remarkable capabilities and a host of new features, Midjourney V5.2 revolutionizes the way you create stunning images effortlessly.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Adobe Stock creators aren’t happy with Firefly, the company’s ‘commercially-safe’ gen AI tool

Flipboard

Adobe’s stock soared after a strong earnings report last week — where executives touted the success of its “commercially-safe” generative AI image generation platform Adobe Firefly, which they say was trained on hundreds of millions of licensed images in its royalty-free Adobe Stock offering, as …

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Bit Hacking (with Go code)

Hacker News

At a fundamental level, a programmer needs to manipulate bits. Modern processors operate over data by loading in ‘registers’ and not individual bits. Thus a programmer must know how to manipulate the bits within a register. Generally, we can do so while programming with 8-bit, 16-bit, 32-bit and 64-bit integers.

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Time-Series Forecasting Using Attention Mechanism

Analytics Vidhya

Introduction Time-series forecasting plays a crucial role in various domains, including finance, weather prediction, stock market analysis, and resource planning. Accurate predictions can help businesses make informed decisions, optimize processes, and gain a competitive edge. In recent years, attention mechanisms have emerged as a powerful tool for improving the performance of time-series forecasting models.

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Scribble Diffusion: From rough sketches to beautiful images

Dataconomy

Meet Scribble Diffusion, a new art generator. The advancements in artificial intelligence have made it easier than ever to transform doodles into captivating works of art. This is made possible by Scribble Diffusion, an open-source web application powered by AI. By leveraging sophisticated neural network structures, users can convert their hand-drawn sketches into stunning paintings.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Cloud security leader Zscaler bets on generative AI as future of zero trust

Flipboard

Clarifying its vision that the future of zero trust is built on generative AI, Zscaler made many new product and service announcements this week at Zenith Live 2023 that reflect an aggressive growth strategy aimed at upselling and cross-selling new cybersecurity services on its cloud-native Zero …

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Are Data Scientists Still Needed in the Age of Generative AI?

KDnuggets

The Rise of ChatGPT.

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China’s Hidden Market for Powerful Nvidia AI Chips

Analytics Vidhya

Deep within the bustling streets of Shenzhen’s Huaqiangbei electronics area, an underground market for high-end Nvidia AI chips has emerged. This hidden world operates discreetly as vendors navigate export restrictions and intense demand for these cutting-edge processors. In this article, we delve into the intriguing details of China’s clandestine trade in Nvidia chips, revealing the […] The post China’s Hidden Market for Powerful Nvidia AI Chips appeared first on Analyti

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Meta Voicebox is canceled due to possible misuse

Dataconomy

On Friday, Meta announced the development of a product called “Voicebox” as part of its ongoing push into the increasingly competitive sector of AI. However, Meta Voicebox won’t be coming soon! Voicebox, according to Meta, can do speech-generating jobs it was not particularly trained on, in contrast to earlier voice-generator platforms.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.